{"id":17141832,"url":"https://github.com/tonandr/cmap_moa","last_synced_at":"2026-05-19T14:39:34.698Z","repository":{"id":184875087,"uuid":"389373358","full_name":"tonandr/cmap_moa","owner":"tonandr","description":"Mechanisms of Action (MoA) Prediction for CMAP","archived":false,"fork":false,"pushed_at":"2023-07-30T17:16:25.000Z","size":87293,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-02T18:13:22.997Z","etag":null,"topics":["additive-angular-margin-loss","autoencoder","connectivity-map","deep-learning","drug-discovery","drug-features-clustering","kaggle","mechanisms-of-action"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tonandr.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-07-25T14:58:49.000Z","updated_at":"2023-07-30T17:16:29.000Z","dependencies_parsed_at":null,"dependency_job_id":"5be2aa41-31de-4732-90b9-8d5cea686fd5","html_url":"https://github.com/tonandr/cmap_moa","commit_stats":null,"previous_names":["tonandr/cmap_moa"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/tonandr/cmap_moa","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonandr%2Fcmap_moa","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonandr%2Fcmap_moa/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonandr%2Fcmap_moa/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonandr%2Fcmap_moa/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tonandr","download_url":"https://codeload.github.com/tonandr/cmap_moa/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonandr%2Fcmap_moa/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272866000,"owners_count":25006307,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-30T02:00:09.474Z","response_time":77,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["additive-angular-margin-loss","autoencoder","connectivity-map","deep-learning","drug-discovery","drug-features-clustering","kaggle","mechanisms-of-action"],"created_at":"2024-10-14T20:29:13.741Z","updated_at":"2026-05-19T14:39:34.659Z","avatar_url":"https://github.com/tonandr.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Mechanisms of Action (MoA) Prediction for CMAP\n## Additive angular margin and autoencoder based MoA prediction models.\n![Imgur](pics/drug_features_clustering_moa_colors.png)\nThese models was developed in the MoA Prediction contest hosted by Kaggle.\nVia moa-camp.ipynb, drugs' clustering map for MoA can be checked in the case the additive margin loss was used.\n\n[Kaggle's MoA Prediction Contest](https://www.kaggle.com/c/lish-moa)\n\n[Kaggle's notebook: Drug features clustering according to mechanisms of action](https://www.kaggle.com/gutomitai/drug-features-clustering-according-to-moa)\n\n## Status\nThis project is closed.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftonandr%2Fcmap_moa","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftonandr%2Fcmap_moa","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftonandr%2Fcmap_moa/lists"}